Finally it is important to enlighten that at the \(k\) -th iteration
\(\hat{\mathbf {\Sigma }}_{n}\)  changes only by \(O\left(\frac{1}{n}\right)\) 
by definition. Therefore this adaptation mechanism satisfies the “diminishing
adaptation” condition of [1]} and thus the
correct target distribution is preserved.
